The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed as she flipped pancakes, the scent of maple syrup already making her stomach rumble with anticipation. She waltzed around the kitchen island, a small smile playing on her lips. Today was the day she'd finally get her doctor's results. She practically bounced on the balls of her feet as she grabbed her keys.

Her appointment was at a new clinic, one with sleek modern décor and a surprisingly calming waiting area. The receptionist, a woman with kind eyes, called her name. The doctor, a young woman with a friendly face, ushered her into the examination room, her voice bright and encouraging. "Ready for good news?"

The doctor began to read from the file, her brow furrowing with each line. "Well, this is… unexpected," she finally said. "It seems we've got a bit of a mix-up here. These results… they're not yours."

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422